From 1dc6ff1749ae8e9fbf0b99308d6ebb65be10cc76 Mon Sep 17 00:00:00 2001 From: Gunes Bayir Date: Tue, 6 Dec 2022 20:48:31 +0000 Subject: Implement Cast operator in dynamic fusion The operator is migrated into dynamic fusion for all data types supported Resolves: COMPMID-5693 Change-Id: I3c550d3d1cd04570f453beae678c3f60d4cb1a73 Signed-off-by: Gunes Bayir Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8755 Tested-by: Arm Jenkins Reviewed-by: Gian Marco Iodice Comments-Addressed: Arm Jenkins Benchmark: Arm Jenkins --- .../sketch/gpu/components/cl/ClComponentCast.cpp | 82 +++++++++++++ .../sketch/gpu/components/cl/ClComponentCast.h | 133 +++++++++++++++++++++ 2 files changed, 215 insertions(+) create mode 100644 src/dynamic_fusion/sketch/gpu/components/cl/ClComponentCast.cpp create mode 100644 src/dynamic_fusion/sketch/gpu/components/cl/ClComponentCast.h (limited to 'src/dynamic_fusion/sketch/gpu/components/cl') diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentCast.cpp b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentCast.cpp new file mode 100644 index 0000000000..007ba6380c --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentCast.cpp @@ -0,0 +1,82 @@ +/* + * Copyright (c) 2022 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "ClComponentCast.h" + +#include "arm_compute/core/Error.h" +#include "src/core/CL/CLValidate.h" +#include "src/dynamic_fusion/sketch/ArgumentPack.h" +#include "src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplateCast.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +Status ClComponentCast::validate( + const Properties &properties, + const ArgumentPack &tensors, + const Attributes &attributes, + const Settings &settings) +{ + ARM_COMPUTE_UNUSED(properties, attributes, settings); + + const ITensorInfo *src = tensors.get_const_tensor(TensorType::ACL_SRC_0); + const ITensorInfo *dst = tensors.get_const_tensor(TensorType::ACL_DST_0); + + ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(src); + ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(dst); + ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); + ARM_COMPUTE_RETURN_ERROR_ON(src == dst); + ARM_COMPUTE_RETURN_ERROR_ON_MSG(src->data_type() == attributes.data_type(), "input and target data types should be different"); + + // Validate in case of configured dst + if(dst->total_size() > 0) + { + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(src, dst); + ARM_COMPUTE_RETURN_ERROR_ON_MSG(dst->data_type() != attributes.data_type(), "dst and target data types should be same"); + } + + return Status{}; +} +ClComponentCast::ClComponentCast(ComponentId id, + const Properties &properties, + const ArgumentPack &tensors, + const Attributes &attributes, + const Settings &settings) + : IGpuKernelComponent{ id, properties, tensors }, + _component_writer{ std::make_unique(id, tensors, attributes) } +{ + ARM_COMPUTE_UNUSED(attributes, settings); +} +ClComponentCast::~ClComponentCast() +{ +} +const IGpuTemplateComponentWriter *ClComponentCast::template_writer() const +{ + return _component_writer.get(); +} +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentCast.h b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentCast.h new file mode 100644 index 0000000000..d0f75b1062 --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentCast.h @@ -0,0 +1,133 @@ +/* + * Copyright (c) 2022 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#ifndef SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTCAST +#define SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTCAST + +#include "arm_compute/dynamic_fusion/sketch/attributes/CastAttributes.h" +#include "src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h" + +namespace arm_compute +{ +/** Forward declaration */ +class ITensorInfo; +namespace experimental +{ +namespace dynamic_fusion +{ +/** Forward declaration */ +template +class ArgumentPack; + +/** Component specific settings + */ +class ClComponentCastSettings +{ +public: +private: +}; + +/** Forward declaration */ +class ClTemplateCast; + +class ClComponentCast final : public IGpuKernelComponent +{ +public: + /** Attributes are a set of backend-agnostic parameters that define what a component does */ + using Attributes = CastAttributes; + /** Settings are a set of backend-specific parameters that influence the implementation of a component */ + using Settings = ClComponentCastSettings; + + /** Validate the component + * + * @param[in] properties Component properties @ref Properties + * @param[in,out] tensors Tensor arguments to the component + * @param[in] attributes Component attributes @ref Attributes + * @param[in] settings Component settings @ref Settings + * + * @return Status Validation results + * + * Tensor argument names: + * - ACL_SRC_0: Input + * - ACL_DST_0: Output + * + * Tensor argument constness: + * - ACL_SRC_0: Const + * - ACL_DST_0: Const + * + * Valid data layouts: + * - All + * + ** Valid data type configurations: + * |ACL_SRC_0 |ACL_DST_0 | + * |:--------------|:--------------------------------------| + * |U8 | S8, U16, S16, U32, S32, F16, F32 | + * |U16 | U8, S8, S16, U32, S32, F16, F32 | + * |S16 | U8, S8, U16, U32, S32, F16, F32 | + * |U32 | U8, S8, U16, S16, S32, F16, F32 | + * |S32 | U8, S8, U16, S16, U32, F16, F32 | + * |F16 | U8, S8, U16, S16, U32, S32, F32 | + * |F32 | U8, S8, U16, S16, U32, S32, F16 | + */ + static Status validate( + const Properties &properties, + const ArgumentPack &tensors, + const Attributes &attributes, + const Settings &settings); + + /** Constructor + * + * Similar to @ref ClComponentCast::validate() + */ + ClComponentCast(ComponentId id, + const Properties &properties, + const ArgumentPack &tensors, + const Attributes &attributes, + const Settings &settings); + + /** Destructor */ + ~ClComponentCast() override; + /** Prevent instances of this class from being copy constructed */ + ClComponentCast(const ClComponentCast &component) = delete; + /** Prevent instances of this class from being copied */ + ClComponentCast &operator=(const ClComponentCast &component) = delete; + /** Allow instances of this class to be move constructed */ + ClComponentCast(ClComponentCast &&component) = default; + /** Allow instances of this class to be moved */ + ClComponentCast &operator=(ClComponentCast &&component) = default; + /** Get template writer for the component */ + const IGpuTemplateComponentWriter *template_writer() const override; + /** Get component type */ + GpuComponentType type() const override + { + return GpuComponentType::Complex; + } + +private: + std::unique_ptr _component_writer; +}; +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute + +#endif /* SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTCAST */ -- cgit v1.2.1